Your notebook is not crumby enough, REPLace it
Summary: Vizier combines notebook freedom with spreadsheet-style manipulation and fine-grained provenance to enable reproducible, versioned iterative data curation. Novelty: propagates “data caveats” (potential errors) via uncertain-data techniques and surfaces them in UI summaries and highlighted cells. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michael Brachmann (State University of New York at Buffalo)
- 2. William Spoth (State University of New York at Buffalo)
- 3. Oliver Kennedy (State University of New York at Buffalo)
- 4. Boris Glavic (Illinois Institute of Technology)
- 5. Heiko Mueller (New York University)
- 6. Sonia Castelo (New York University)
- 7. Carlos Bautista (New York University)
- 8. Juliana Freire (New York University)
BibTeX Citation
@inproceedings{brachmann_cidr20,
address = {Amsterdam, Netherlands},
series = {{CIDR} '20},
title = {{Your notebook is not crumby enough, REPLace it}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Brachmann, Michael and Spoth, William and Kennedy, Oliver and Glavic, Boris and Mueller, Heiko and Castelo, Sonia and Bautista, Carlos and Freire, Juliana},
year = {2020}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,240 | LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems | 2021 | SIGMOD | 6.809685e-05 |
| 6,071 | Fine-Grained Lineage for Safer Notebook Interactions | 2021 | VLDB | 5.9873765e-05 |
| 9,194 | Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data | 2023 | VLDB | 5.3058708e-05 |
| 9,528 | CHEX: Multiversion Replay with Ordered Checkpoints | 2022 | VLDB | 5.2549275e-05 |
| 11,111 | Kishu: Time-Traveling for Computational Notebooks | 2025 | VLDB | 5.093636e-05 |
| 11,627 | Leam: An Interactive System for In-situ Visual Text Analysis | 2021 | CIDR | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,886 | Enabling Data Science for the Majority | 2019 | VLDB |
| 2 | 2,744 | Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks | 2020 | SIGMOD |
| 3 | 5,644 | A Demo of the Data Civilizer System | 2017 | SIGMOD |
| 4 | 13,493 | Towards Understanding Data Analysis Workflows using a Large Notebook Corpus | 2019 | SIGMOD |
| 5 | 6,071 | Fine-Grained Lineage for Safer Notebook Interactions | 2021 | VLDB |
| 6 | 10,131 | Towards Scalable Visual Data Wrangling via Direct Manipulation | 2026 | CIDR |
| 7 | 1,932 | VizDeck: Self-Organizing Dashboards for Visual Analytics | 2012 | SIGMOD |
| 8 | 7,065 | Dataset Relationship Management | 2019 | CIDR |
| 9 | 1,475 | VisTrails: Visualization meets Data Management | 2006 | SIGMOD |
| 10 | 4,373 | Data Debugging and Exploration with Vizier | 2019 | SIGMOD |